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AI SearchAI visibility providervendor selection

How to Choose an AI Visibility Provider in 2026 (Tool, Agency, or Done-for-You)

A decision framework for picking between an AI visibility tool, a GEO agency, or a done-for-you agent service, with a requirements checklist, pilot rules, red flags and the contract questions that matter most.

Marco Lobo
Marco Lobo·5 Jul 2026·9 min read